Find unique rows in numpy.array

As of NumPy 1.13, one can simply choose the axis for selection of unique values in any N-dim array. To get unique rows, one can do:

unique_rows = np.unique(original_array, axis=0)

Yet another possible solution

np.vstack({tuple(row) for row in a})